{"id":"W6889468640","doi":"10.25607/wzr4dl","title":"DFO Pacific Groundfish Synoptic Trawl Surveys - Strait of Georgia","year":2023,"lang":"en","type":"dataset","venue":"IOC of UNESCO (Intergovernmental Oceanographic Commission)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Groundfish; Trawling; Demersal zone; Submarine pipeline; West coast; Bay; Continental shelf; Fishing; Bycatch","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003243732,0.002032331,0.00311315,0.001862506,0.000300544,0.0001722707,0.003743188,0.001171778,0.001738645],"category_scores_gemma":[0.000436867,0.002012687,0.002158476,0.003528623,0.001825447,0.0005815714,0.001691249,0.001843534,0.001875369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009680568,"about_ca_system_score_gemma":0.0005107416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359316,"about_ca_topic_score_gemma":0.001575182,"domain_scores_codex":[0.986338,0.0016603,0.003650785,0.00183475,0.005026982,0.0014892],"domain_scores_gemma":[0.9907186,0.001098832,0.003549315,0.003479947,0.0003232608,0.000830071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006403568,0.002421571,0.003685371,0.002314348,0.001597816,0.0002306828,0.0001135367,0.000005686315,0.002253319,0.00004627221,0.986265,0.0004260324],"study_design_scores_gemma":[0.00642242,0.003359792,0.05058657,0.01295483,0.002393857,0.0002286457,0.004491505,0.00007578505,0.002958663,0.0003846335,0.9118593,0.00428398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03070412,0.0005913991,0.00001344178,0.00006216559,0.002271382,0.001233998,0.9635688,0.000338069,0.001216633],"genre_scores_gemma":[0.2218842,0.0006055957,0.00007080651,0.00001981619,0.000181378,0.00004717399,0.7747294,0.0005071448,0.00195447],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1911801,"threshold_uncertainty_score":0.9992419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612152527497816,"score_gpt":0.2549419104318603,"score_spread":0.2388203851568822,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}